Mirko Marras
Orcid: 0000-0003-1989-6057
According to our database1,
Mirko Marras
authored at least 87 papers
between 2017 and 2024.
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Bibliography
2024
First International Workshop on Graph-Based Approaches in Information Retrieval (IRonGraphs 2024).
Proceedings of the Advances in Information Retrieval, 2024
Proceedings of the Advances in Information Retrieval, 2024
A Cost-Sensitive Meta-learning Strategy for Fair Provider Exposure in Recommendation.
Proceedings of the Advances in Information Retrieval, 2024
Proceedings of the Advances in Information Retrieval, 2024
2023
IEEE J. Sel. Top. Signal Process., May, 2023
Causal reasoning for algorithmic fairness in voice controlled cyber-physical systems.
Pattern Recognit. Lett., April, 2023
Reinforcement recommendation reasoning through knowledge graphs for explanation path quality.
Knowl. Based Syst., 2023
Inf. Process. Manag., 2023
FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data.
CoRR, 2023
Faithful Path Language Modelling for Explainable Recommendation over Knowledge Graph.
CoRR, 2023
GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning.
CoRR, 2023
Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, 2023
Trusting the Explainers: Teacher Validation of Explainable Artificial Intelligence for Course Design.
Proceedings of the LAK 2023: 13th International Learning Analytics and Knowledge Conference, 2023
Do Not Trust a Model Because It is Confident: Uncovering and Characterizing Unknown Unknowns to Student Success Predictors in Online-Based Learning.
Proceedings of the LAK 2023: 13th International Learning Analytics and Knowledge Conference, 2023
Protected Attributes Tell Us Who, Behavior Tells Us How: A Comparison of Demographic and Behavioral Oversampling for Fair Student Success Modeling.
Proceedings of the LAK 2023: 13th International Learning Analytics and Knowledge Conference, 2023
Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023
Knowledge-aware Recommendations: Exploring the Interplay between Utility, Explanation Quality, and Fairness in Path Reasoning Methods.
Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023
Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023
Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023
Proceedings of the IEEE International Joint Conference on Biometrics, 2023
Fourth International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2023).
Proceedings of the Advances in Information Retrieval, 2023
Knowledge is Power, Understanding is Impact: Utility and Beyond Goals, Explanation Quality, and Fairness in Path Reasoning Recommendation.
Proceedings of the Advances in Information Retrieval, 2023
Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender Systems.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Proceedings of the First Workshop on User Perspectives in Human-Centred Artificial Intelligence (HCAI4U 2023) co-located with the 15th Biannual Conference of the Italian SIGCHI Chapter (CHItaly 2023), 2023
Empowering Digital Transformation in Tourism through Intelligent Methods for Representation and Exploitation of Cultural Heritage Knowledge (full paper).
Proceedings of the 2nd Workshop on Artificial Intelligence for Cultural Heritage (IAI4CH 2023) co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023
Can Existing 3D Monocular Object Detection Methods Work in Roadside Contexts? A Reproducibility Study.
Proceedings of the AIxIA 2023 - Advances in Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
<i>XRecSys</i>: A framework for path reasoning quality in explainable recommendation.
Softw. Impacts, December, 2022
Evolutionary Clustering of Apprentices' Self- Regulated Learning Behavior in Learning Journals.
IEEE Trans. Learn. Technol., 2022
Mach. Learn., 2022
Guest editorial of the IPM special issue on algorithmic bias and fairness in search and recommendation.
Inf. Process. Manag., 2022
Guest Editorial of the FGCS Special Issue on Advances in Intelligent Systems for Online Education.
Future Gener. Comput. Syst., 2022
Equality of Learning Opportunity via Individual Fairness in Personalized Recommendations.
Int. J. Artif. Intell. Educ., 2022
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
Post Processing Recommender Systems with Knowledge Graphs for Recency, Popularity, and Diversity of Explanations.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022
Proceedings of the L@S'22: Ninth ACM Conference on Learning @ Scale, New York City, NY, USA, June 1, 2022
Recency, Popularity, and Diversity of Explanations in Knowledge-based Recommendation.
Proceedings of the 12th Italian Information Retrieval Workshop 2022, 2022
Proceedings of the IEEE International Joint Conference on Biometrics, 2022
Supporting Instructors with Course Attendance and Quality Prediction in Synchronous Learning.
Proceedings of the Higher Education Learning Methodologies and Technologies Online, 2022
The More Secure, The Less Equally Usable: Gender and Ethnicity (Un)fairness of Deep Face Recognition along Security Thresholds.
Proceedings of the 13th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2022) / The 12th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2022), 2022
Evaluating the Explainers: Black-Box Explainable Machine Learning for Student Success Prediction in MOOCs.
Proceedings of the 15th International Conference on Educational Data Mining, 2022
Proceedings of the 15th International Conference on Educational Data Mining, 2022
Proceedings of the 15th International Conference on Educational Data Mining, 2022
Third International Workshop on Algorithmic Bias in Search and Recommendation (BIAS@ECIR2022).
Proceedings of the Advances in Information Retrieval, 2022
Consumer Fairness in Recommender Systems: Contextualizing Definitions and Mitigations.
Proceedings of the Advances in Information Retrieval, 2022
Identifying and Comparing Multi-dimensional Student Profiles Across Flipped Classrooms.
Proceedings of the Artificial Intelligence in Education - 23rd International Conference, 2022
Experts' View on Challenges and Needs for Fairness in Artificial Intelligence for Education.
Proceedings of the Artificial Intelligence in Education - 23rd International Conference, 2022
2021
Interplay between upsampling and regularization for provider fairness in recommender systems.
User Model. User Adapt. Interact., 2021
Connecting user and item perspectives in popularity debiasing for collaborative recommendation.
Inf. Process. Manag., 2021
Designing Intelligent Systems for Online Education: Open Challenges and Future Directions.
Proceedings of the First International Workshop on Enabling Data-Driven Decisions from Learning on the Web co-located with the 14th ACM International Conference on Web Search and Data Mining (WSDM 2021), Jerusalem, Israel, March 12, 2021, 2021
L2D 2021: First International Workshop on Enabling Data-Driven Decisions from Learning on the Web.
Proceedings of the WSDM '21, 2021
The Winner Takes it All: Geographic Imbalance and Provider (Un)fairness in Educational Recommender Systems.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Fair Voice Biometrics: Impact of Demographic Imbalance on Group Fairness in Speaker Recognition.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
Combining Mitigation Treatments against Biases in Personalized Rankings: Use Case on Item Popularity.
Proceedings of the 11th Italian Information Retrieval Workshop 2021, 2021
Countering Bias in Personalized Rankings : From Data Engineering to Algorithm Development.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021
Demographic Fairness in Multimodal Biometrics: A Comparative Analysis on Audio-Visual Speaker Recognition Systems.
Proceedings of the 12th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2021) / The 11th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2021), 2021
Can Feature Predictive Power Generalize? Benchmarking Early Predictors of Student Success across Flipped and Online Courses.
Proceedings of the 14th International Conference on Educational Data Mining, 2021
Early Prediction of Conceptual Understanding in Interactive Simulations.
Proceedings of the 14th International Conference on Educational Data Mining, 2021
Second International Workshop on Algorithmic Bias in Search and Recommendation (BIAS@ECIR2021).
Proceedings of the Advances in Information Retrieval, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
2020
Report on the international workshop on algorithmic bias in search and recommendation (Bias 2020).
SIGIR Forum, 2020
Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, 2020
Proceedings of the First Workshop on Smart Personal Health Interfaces co-located with 25th International Conference on Intelligent User Interfaces, 2020
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020
Proceedings of the ESSE 2020: 2020 European Symposium on Software Engineering, 2020
Proceedings of the Advances in Information Retrieval, 2020
Evaluation Framework for Context-aware Speaker Recognition in Noisy Smart Living Environments.
Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), 2020
Proceedings of the AVI '20: International Conference on Advanced Visual Interfaces, Island of Ischia, Italy, September 28, 2020
2019
Bridging learning analytics and Cognitive Computing for Big Data classification in micro-learning video collections.
Comput. Hum. Behav., 2019
Evaluating neural word embeddings created from online course reviews for sentiment analysis.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019
Proceedings of the Interspeech 2019, 2019
Deep Multi-biometric Fusion for Audio-Visual User Re-Identification and Verification.
Proceedings of the Pattern Recognition Applications and Methods, 2019
AveRobot: An Audio-visual Dataset for People Re-identification and Verification in Human-Robot Interaction.
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019
The Effect of Algorithmic Bias on Recommender Systems for Massive Open Online Courses.
Proceedings of the Advances in Information Retrieval, 2019
2018
A multi-biometric system for continuous student authentication in e-learning platforms.
Pattern Recognit. Lett., 2018
Controlling User Access to Cloud-Connected Mobile Applications by Means of Biometrics.
IEEE Cloud Comput., 2018
BarcelonaNow: Empowering Citizens with Interactive Dashboards for Urban Data Exploration.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018
COCO: Semantic-Enriched Collection of Online Courses at Scale with Experimental Use Cases.
Proceedings of the Trends and Advances in Information Systems and Technologies, 2018
Continuous Authentication on Smartphone by Means of Periocular and Virtual Keystroke.
Proceedings of the Network and System Security - 12th International Conference, 2018
Proceedings of the Cyberspace Safety and Security - 10th International Symposium, 2018
2017
Leveraging Continuous Multi-modal Authentication for Access Control in Mobile Cloud Environments.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017
Proceedings of the Semantic Web: ESWC 2017 Satellite Events - ESWC 2017 Satellite Events, Portorož, Slovenia, May 28, 2017